Topology of Word Embeddings: Singularities Reflect Polysemy. - Alexander Jakubowski; Milica Gasic; Marcus Zibrowius (*SEM@COLING, 2020)

Dialogue Term Extraction using Transfer Learning and Topological Data Analysis. - Renato Vukovic; Michael Heck; Benjamin Matthias Ruppik; Carel van Niekerk; Marcus Zibrowius; Milica Gasic (SIGDIAL, 2022)

Local Topology Measures of Contextual Language Model Latent Spaces with Applications to Dialogue Term Extraction. - Benjamin Matthias Ruppik; Michael Heck; Carel van Niekerk; Renato Vukovic; Hsien-Chin Lin; Shutong Feng; Marcus Zibrowius; Milica Gasic (SIGDIAL, 2024)

Less is More: Local Intrinsic Dimensions of Contextual Language Models. - Benjamin Matthias Ruppik; Julius von Rohrscheidt; Carel van Niekerk; Michael Heck; Renato Vukovic; Shutong Feng; Hsien-Chin Lin; Nurul Lubis; Bastian Rieck; Marcus Zibrowius; Milica Gasic (CoRR, 2025)